To update installed packages to the latest version, run pip install with the --upgrade or -U option.
Just execute it from anywhere using a Python interpreter whose packages you'd like to check (e.g., python3 check_for_updates.py or from within a virtualenv). You can then uses pip install -U <packagename> (or pip-3.2 for Python 3) to update the packages.
How do I Install a Specific Version of a Python Package? To install a specific version of a Python package you can use pip: pip install YourPackage==YourVersion . For example, if you want to install an older version of Pandas you can do as follows: pip install pandas==1.1.
There isn't a built-in flag yet, but you can use
pip list --outdated --format=freeze | grep -v '^\-e' | cut -d = -f 1 | xargs -n1 pip install -U
Note: there are infinite potential variations for this. I'm trying to keep this answer short and simple, but please do suggest variations in the comments!
In older version of pip
, you can use this instead:
pip freeze --local | grep -v '^\-e' | cut -d = -f 1 | xargs -n1 pip install -U
The grep
is to skip editable ("-e") package definitions, as suggested by @jawache. (Yes, you could replace grep
+cut
with sed
or awk
or perl
or...).
The -n1
flag for xargs
prevents stopping everything if updating one package fails (thanks @andsens).
You can use the following Python code. Unlike pip freeze
, this will not print warnings and FIXME errors.
For pip < 10.0.1
import pip
from subprocess import call
packages = [dist.project_name for dist in pip.get_installed_distributions()]
call("pip install --upgrade " + ' '.join(packages), shell=True)
For pip >= 10.0.1
import pkg_resources
from subprocess import call
packages = [dist.project_name for dist in pkg_resources.working_set]
call("pip install --upgrade " + ' '.join(packages), shell=True)
To upgrade all local packages; you could use pip-review
:
$ pip install pip-review
$ pip-review --local --interactive
pip-review
is a fork of pip-tools
. See pip-tools
issue mentioned by @knedlsepp. pip-review
package works but pip-tools
package no longer works.
pip-review
works on Windows since version 0.5.
The following works on Windows and should be good for others too ($
is whatever directory you're in, in the command prompt. For example, C:/Users/Username).
Do
$ pip freeze > requirements.txt
Open the text file, replace the ==
with >=
, or have sed do it for you:
$ sed -i 's/==/>=/g' requirements.txt
and execute:
$ pip install -r requirements.txt --upgrade
If you have a problem with a certain package stalling the upgrade (NumPy sometimes), just go to the directory ($), comment out the name (add a #
before it) and run the upgrade again. You can later uncomment that section back. This is also great for copying Python global environments.
Another way:
I also like the pip-review method:
py2
$ pip install pip-review
$ pip-review --local --interactive
py3
$ pip3 install pip-review
$ py -3 -m pip-review --local --interactive
You can select 'a' to upgrade all packages; if one upgrade fails, run it again and it continues at the next one.
$ pip install pipupgrade
$ pipupgrade --verbose --latest --yes
pipupgrade helps you upgrade your system, local or packages from a requirements.txt
file! It also selectively upgrades packages that don't break change.
pipupgrade also ensures to upgrade packages present within multiple Python environments. It is compatible with Python 2.7+, Python 3.4+ and pip 9+, pip 10+, pip 18+, pip 19+.
Note: I'm the author of the tool.
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